1 intro

Purpose:

  1. Preliminary look at hi/lo multivariate contrast (cross-validated euclidean) in each task.
  2. Preliminary qualitative comparison of effects of prewhitening and pattern standardization on multivariate contrast.

Notes on analyses:

Target TRs:

Contrasts (cross-validated euclidean):

Transformations:

Plotting and statistical details:

2 Network-level contrasts

Estimates are first averaged across parcels within network per subject. Group-level stats and plots are then displayed at the network-level.

2.1 beta estimates

2.1.1 t-stats

3 Parcel-level contrasts

3.1 counts of significant effects per TR

Using t-test of subject parcel means.

3.2 DMCC55B univariate ROIs

Curves for conjunction ROIs defined in univariate_group.rmd.

3.2.1 beta estimates

3.2.2 t-statistics

3.3 DMCC55B multivariate ROIs: Cross-task conjunction

Here conjunction analysis is performed by feeding TR-level contrast estimates to an HLM (see description at beginning of doc).

Number of parcels identified, and parcel names:

  • No parcels ID’d (pFDR<0.05) in all four tasks in either whitened or non-whitened measures.
  • Parcels ID’d in =>2 tasks with unwhitened: LH_Cont_Par_1, LH_Cont_Par_2, LH_Cont_Par_3, LH_Cont_Par_4, LH_Cont_Par_5, LH_Cont_Par_6, LH_Cont_pCun_1, LH_Cont_PFCl_1, LH_Cont_PFCl_2, LH_Cont_PFCl_5, LH_Cont_PFCl_6, LH_Cont_PFCl_7, LH_Cont_PFCl_8, LH_Cont_PFCmp_1, LH_Cont_PFCv_1, LH_Default_Par_5, LH_Default_Par_6, LH_Default_PFC_1, LH_Default_PFC_10, LH_Default_PFC_12, LH_Default_PFC_13, LH_Default_PFC_17, LH_Default_PFC_20, LH_Default_PFC_21, LH_Default_PFC_24, LH_Default_PFC_5, LH_Default_PFC_7, LH_DorsAttn_FEF_1, LH_DorsAttn_FEF_2, LH_DorsAttn_FEF_4, LH_DorsAttn_Post_10, LH_DorsAttn_Post_12, LH_DorsAttn_Post_4, LH_DorsAttn_Post_6, LH_DorsAttn_Post_7, LH_DorsAttn_Post_9, LH_DorsAttn_PrCv_1, LH_SalVentAttn_FrOperIns_3, LH_SalVentAttn_FrOperIns_5, LH_SalVentAttn_FrOperIns_7, LH_SalVentAttn_FrOperIns_9, LH_SalVentAttn_Med_1, LH_SalVentAttn_Med_4, LH_SalVentAttn_ParOper_2, LH_SalVentAttn_ParOper_4, LH_SomMot_9, LH_Vis_22, LH_Vis_28, LH_Vis_30, RH_Cont_Par_2, RH_Cont_Par_3, RH_Cont_Par_5, RH_Cont_Par_6, RH_Cont_PFCl_10, RH_Cont_PFCl_11, RH_Cont_PFCl_12, RH_Cont_PFCl_13, RH_Cont_PFCl_14, RH_Cont_PFCl_4, RH_Cont_PFCl_5, RH_Cont_PFCl_6, RH_Cont_PFCl_7, RH_Cont_PFCl_9, RH_Cont_PFCmp_2, RH_Cont_PFCv_1, RH_Default_Par_4, RH_Default_PFCdPFCm_10, RH_Default_PFCdPFCm_11, RH_Default_PFCdPFCm_12, RH_Default_PFCdPFCm_13, RH_Default_PFCdPFCm_9, RH_Default_PFCv_3, RH_Default_PFCv_4, RH_DorsAttn_Post_8, RH_DorsAttn_PrCv_1, RH_SalVentAttn_FrOperIns_5, RH_SalVentAttn_FrOperIns_8, RH_SalVentAttn_Med_1, RH_SalVentAttn_Med_4, RH_SalVentAttn_PFCl_1, RH_SalVentAttn_TempOccPar_3, RH_SalVentAttn_TempOccPar_5, RH_SalVentAttn_TempOccPar_7, RH_SomMot_7, RH_Vis_20
  • Parcels ID’d in =>2 tasks with whitened: LH_Cont_Par_3, LH_Cont_PFCl_6, LH_Cont_PFCl_8, LH_Cont_PFCmp_1, LH_Default_Par_5, LH_Default_Par_7, LH_Default_PFC_13, LH_Default_PFC_24, LH_Default_PFC_7, LH_DorsAttn_PrCv_1, LH_SalVentAttn_FrOperIns_5, RH_Cont_PFCl_7, RH_Default_Par_1, RH_Default_PFCv_4, RH_SalVentAttn_FrOperIns_5, RH_SalVentAttn_TempOccPar_7, RH_SomMot_2

3.3.1 intersection of parcels ID’d by unwhitened and whitened measures in =>2 tasks

3.3.2 beta estimates

3.3.3 t-statistics

3.4 all parcels

3.5 maps (target TRs)

Unthresholded and thresholded t-statistics displayed on inflated brains. Threshold at fdr-corrected p-value (across all parcels) of 0.05. Note: colors are reverse-scaled, i.e., dark == strong effect, light == weak effect (so strong effects show up on white background).

3.5.1 Axcpt

3.5.1.1 whitened

3.5.1.2 unwhitened

3.5.2 Cuedts

3.5.2.1 whitened

3.5.2.2 unwhitened

3.5.3 Stern

3.5.3.1 whitened

3.5.3.2 unwhitened

3.5.4 Stroop

3.5.4.1 whitened

3.5.4.2 unwhitened